← Defense board · written 2026-10-15 by claude-opus-5-5 from the pipeline's evidence only

EffiGov: Skoor 40 (n=4, confidence 0.8)

What they built

EffiGov describes itself as "The AI OS for Cities" [source]. The first product is AI call operators that answer 311 and departmental lines 24/7, covering requests from permit applications to animal control [source]. YC lists the industry as Government, with tags Artificial Intelligence and GovTech [source].

Inference: The evidence file labels the sector "defense," but the product description is local-government services, not defense. The sector tag may be a misclassification.

Record

Measured signals (n=4, all from the YC directory):

YC Summer 2025 batch [source].

Status Active, stage Early [source].

Team of 3, based in San Francisco, CA [source].

Hiring, per the YC directory [source].

GitHub:

The EffiGov organization was created 2025-03-02 [source].

It has 0 public repos and is not verified [source].

Not in the evidence:

Founders and their backgrounds.

Customers or city contracts.

Call volume.

Revenue and funding.

Specific open roles. The hiring list is empty even though the hiring signal is present.

Inference: All four signals come from one source, the YC listing. The 0.8 confidence reflects data consistency, not independent confirmation of traction.

Why now

Not in the evidence.

Inference: The case would rest on voice AI becoming good enough to handle routine municipal calls. Nothing in the file tests that.

Unknowns

Who the three team members are and whether they have technical depth. Not in the evidence.
Whether any city is live, piloting or paying. Not in the evidence.
How procurement works for their buyers, and how long sales cycles are. Not in the evidence.
Why the record is tagged "defense." Not in the evidence.

Questions for the room

On the 311 product: How many cities currently route live 311 or department calls to your operators, and what share of calls is resolved without a human? This tests the claim that the operators answer lines 24/7 [source].
On the "AI OS" claim: What has been built beyond call handling, and what is the next module? The only product described is call operators [source].
On hiring with a team of 3: Which roles are open, and what does each unlock? The YC directory shows hiring but no roles are listed [source].

What would move the Skoor

Raise:

Named city deployments or contracts.

Founder technical records.

Signals from sources outside the YC directory.

Lower:

No live deployments.

Confirmation that the work falls outside the defense thesis.